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sibi-seeni/README.md

Hi, I'm Sibi 👋

Applied Data Science Graduate Student @ University of Florida

📊 Data Engineer & Researcher passionate about AI, ML, and Data-driven decision making
Focused on LLMs, Classic and Applied Machine Learning
Currently researching AI accessibility and interdisciplinary ML applications

Featured Projects

Real-Time Product Launch Radar

An end-to-end, event-driven streaming pipeline that captures live social commentary from the Bluesky Jetstream firehose, runs low-latency INT8 ONNX sentiment inference, stores time-series aggregations in ClickHouse, and visualizes real-time product sentiment velocity in Grafana.

Prof-Dash

Engineered a FastAPI–React AI analytics platform for educators, integrating Whisper-v3 and LLaMA 3.3 for lecture transcription and topic analysis, with seamless REST–frontend sync and optimized SQL-based insights.

Financial Modeling of TSLA Options using ML on Black-Scholes

Built a Time Series model on 21k+ contracts with 11 financial features, achieving 46% MAPE improvement over regression using XGBoost and 1.8% better accuracy than a 3-layer Bi-LSTM model (built from scratch).

Previous Experience

Certifications

  • Orchestrating GenAI Workflows – DeepLearning.AI
  • Python & Pandas for Data Engineering – Duke University
  • Power BI Data Analyst – Microsoft

Tech Toolbox

Python MySQL Power BI Pandas Jupyter XGBoost PyTorch FastAPI Databricks

🤝 Let’s Connect

I’m always open to collaboration, research discussions, or data-driven product ideas.
Reach me at sibiseenivasan@gmail.com or connect on LinkedIn.

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  1. realtime-product-radar realtime-product-radar Public

    An end-to-end, event-driven streaming pipeline that captures live social commentary from the Bluesky Jetstream firehose, runs low-latency INT8 ONNX sentiment inference, stores time-series aggregati…

    Python

  2. CAP5771_si.seenivasan CAP5771_si.seenivasan Public

    Arc Raiders Sentiment Analysis Pipeline: My coursework for CAP5771 at UF

    Jupyter Notebook

  3. professors-dash professors-dash Public

    AI-powered backend service designed to provide university professors with deep, actionable insights into their lectures. Uses LLMs like OpenAI Whisper v3 and Llama 3.3 to transcribe, analyze and st…

    Python

  4. qwen3-local-mlx qwen3-local-mlx Public

    Run the Qwen3 language model locally on Apple Silicon (M4/M3/M2/M1) using MLX. This project shows how to quantize, load, and chat with Qwen3-0.6B efficiently on macOS — all offline.

    Python 1

  5. credit-churn-deploy credit-churn-deploy Public

    High-performance Credit Card Churn prediction service informed by financial industry experience. Predicts customer attrition using an optimized XGBoost/LightGBM model for high accuracy. Full MLOps …

    Jupyter Notebook

  6. python-basics-refresher python-basics-refresher Public

    Refresher files to solidify my Python fundamentals. Despite prior experience through internships, research, and work, I wanted to revisit core concepts to ensure clarity—especially without a formal…

    Jupyter Notebook